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This article is the fourth and last in a series on how to use artificial intelligence to build a robust anti-abuse protection system. The first article explains why AI is the key to building a robust protection system, which is used to meet user expectations and increasing complex attacks. After introducing the natural process of building and starting an AI-based defense system, the second blog post covers the challenges related to training classifiers. The third article discusses the main difficulties in using classifiers to prevent attacks in production.花生也没心思跟他说笑，兀自惊魂未定、喘息不止。远古时期的神州大地上，以姓氏聚集为姬、嬴、姜、姚、姒、妘、姞，妫姓八大王国。神州大地上遍布御灵师，他们以姓氏灯笼为媒介召唤出不同属性的守护灵，从而拥有上天入地翻江倒海的力量。而通过层层考验得到姓氏树中孕育出的守护灵之王，成为百年一届的最强御灵师，则是所有御灵师的梦想！普通无姓少年晴天，以最特殊的无姓灯笼偶然获得了强大的守护灵，从此意外连连，惊险不断，和小伙伴们一起踏上了收集姓氏火种的精彩旅程。历险途中惊险重重却又笑料百出，一项看似不可能完成的任务，竟然有出人意料的结果。与此同时，围绕晴天的一个惊天阴谋也正悄悄展开！Position and dimension of the center of the hole.Since the public's awareness of environmental protection awakened, the word garbage classification has gradually entered our life. In the past ten years or so, what has been the progress of garbage classification and has it kept pace with the times? There is a long way to go to sort out garbage, but it is also searching up and down. Waste collectors who graduated from the Chinese Academy of Sciences have done something big. They have to sweep the code for garbage collection. Is this reliable? This week, we sneaked into the streets and listened to what everyone said.爱钱的侦探、胡思乱想的房东和温柔的老好人，搞怪的侦探事务所开张营业……